Applications of Data-Centric Science to Social Design Qualitative and Quantitative Understanding of Collective Human Behavior / edited by Aki-Hiro Sato.

The intention behind this book is to illustrate the deep relation among human behavior, data-centric science, and social design. In fact, these three issues have been independently developing in different fields, although they are, of course, deeply interrelated to one another. Specifically, fundame...

Full description

Saved in:

Bibliographic Details
Corporate Author:	SpringerLink (Online service)
Other Authors:	Sato, Aki-Hiro (Editor)
Format:	eBook
Language:	English
Published:	Singapore : Springer Singapore : Imprint: Springer, 2019.
Edition:	1st ed. 2019.
Series:	Agent-Based Social Systems, 14 Springer eBook Collection.
Subjects:	Knowledge management. Management. Industrial management. Management information systems. Statistics . Sociophysics. Econophysics. Electronic resources (E-books)
Online Access:	Click to view e-book
Holy Cross Note:	Loaded electronically. Electronic access restricted to members of the Holy Cross Community.

Table of Contents:

Part A: Methods for Data Analysis and Design
Chapter 1: How we design our society from data-centric point of view
Chapter 2: Practical methods of data analysis
Chapter 3: How to design data products with heterogeneous stakeholders
Chapter 4: Designing Human-Machine Systems Focusing on Benefits of Inconvenience
Part B: Mathematical Foundation of Collective Human Behavior
Chapter 5: A simple model for information cascade and Two kinds of phase transitions
Chapter 6: Information cascade model on networks I
Chapter 7: Information cascade on networks II
Chapter 8: Correlation function for generalized Polya urns: Finite-size scaling analysis
Chapter 9: Pitman distribution and Big data analysis of Japanese election
Chapter 10: Exact Scale Invariance in Mixing of Binary Candidates: Big data analysis
Chapter 11: Phase transition in a voting experiment of two-choice quiz
Chapter 12: Phase transition in generalized Polya urn in Information cascade experiment.

Applications of Data-Centric Science to Social Design Qualitative and Quantitative Understanding of Collective Human Behavior / edited by Aki-Hiro Sato.

Similar Items